tonygunawan commited on
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336dfd5
1 Parent(s): 794006d

Create app.py

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  1. app.py +27 -0
app.py ADDED
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+ import gradio as gr
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+ import openai
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+ from openai import OpenAI
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+
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+ def query(prompt):
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+ client = client = OpenAI(api_key = "...") # your own key
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+
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+ system_prompt = """
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+ You are a helpful text sentiment classifier. Answer ONLY using these three options: ['Positive', 'Negative', 'Neutral']
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+ """
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+
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+ user_prompt = f"""
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+ Classify the text into neutral, negative or positive.
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+ Text: {prompt}
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+ Sentiment:
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+ """
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+
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+ message = [{"role": "system", "content": f"{system_prompt}"},{"role": "user", "content": f"{user_prompt}"}]
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+
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+ response = client.chat.completions.create(
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+ model="gpt-3.5-turbo-1106",
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+ messages=message,
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+ temperature=0.5
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+ )
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+ return response.choices[0].message.content
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+
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+ gr.Interface(fn=query, inputs="textbox", outputs="textbox").launch()